Machine Learning-Driven QoT Prediction for Enhanced Optical Networks in DWDM System

Machine Learning-Driven QoT Prediction for Enhanced Optical Networks in DWDM System

This research demonstrated the machine learning (ML) classifiers with regression learning to improve an optical system’s quality of transmission (QoT). In Optical Communication, the data can be communicated from source to destination through the established lightpaths. However, as the sig...

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Bibliographic Details
Main Authors: Sudha Sakthivel, Mohammad Riyaz Belgaum, Aznida Abu Bakar Sajak, Muhammad Mansoor Alam, Mazliham Mohd Su'ud
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Optical communication
lightpaths
machine learning
classifier
quality prediction
Online Access:https://ieeexplore.ieee.org/document/10979908/
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https://ieeexplore.ieee.org/document/10979908/

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